pew internet, Twitter, 12/9/2021 3:28:21 AM, 267969


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pew internet_2021-12-08_19-25-04.xlsx
pew internet_2021-12-08_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 09, 2021
Short Description:
pew internet via NodeXL https://bit.ly/337eDM5
@hollywood1114
@darren_cullen
@allanschmidt
@c8sun
@digiphile
@faketakedump
@frankie_rufolo
@lrainie
@01srsxgk1
@itsriodejaneiro

Top hashtags:
#phasmophobia
#warzonepacific
#vanguard
#justicetech
#digitalequity

Description:
Description
The graph represents a network of 71 Twitter users whose tweets in the requested range contained "pew internet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 December 2021 at 03:25 UTC.

The requested start date was Thursday, 09 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 21-hour, 41-minute period from Thursday, 25 November 2021 at 21:11 UTC to Tuesday, 07 December 2021 at 18:52 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 71
Unique Edges : 51
Edges With Duplicates : 40
Total Edges : 91
Number of Edge Types : 5
Tweet : 31
MentionsInRetweet : 19
Mentions : 20
Retweet : 13
Replies to : 8
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 30
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 6
Maximum Edges in a Connected Component : 15
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.020747
Graph Density : 0.00945674044265594
Modularity : 0.596124
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 71 Twitter users whose tweets in the requested range contained "pew internet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 December 2021 at 03:25 UTC.

The requested start date was Thursday, 09 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 21-hour, 41-minute period from Thursday, 25 November 2021 at 21:11 UTC to Tuesday, 07 December 2021 at 18:52 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : pew internet
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[2] https://www.pewresearch.org/internet/2021/11/15/2-comparing-highly-active-and-less-active-tweeters/
[2] https://www.researchgate.net/publication/334805545_Silencing_Women_Gender_and_Online_Harassment
[2] http://www.pewinternet.org/2012/04/04/the-rise-of-e-reading/
[1] https://www.govtech.com/civic/whats-new-in-civic-tech-pew-releases-state-broadband-map
[1] https://www.pewresearch.org/internet/2021/11/22/a-sampling-of-some-of-the-key-overarching-views/
[1] https://twitch.tv/don_fubar
[1] https://twitch.tv/DanielPrestonMc
[1] http://www.zusia.com/
[1] https://twitter.com/pollcat/status/1467592673834029059

Top URLs in Tweet in G1:
[2] http://www.pewinternet.org/2012/04/04/the-rise-of-e-reading/
[2] https://www.pewresearch.org/internet/2021/11/15/2-comparing-highly-active-and-less-active-tweeters/
[1] https://twitter.com/AsamiCrescent/status/1464720153866686469
[1] https://www.wvianews.org/npr-national/2021-11-22/life-without-reliable-internet-remains-a-daily-struggle-for-millions-of-americans
[1] https://www.pewresearch.org/internet/2019/11/15/americans-and-privacy-concerned-confused-and-feeling-lack-of-control-over-their-personal-information/?utm_content=189543012&utm_medium=social&utm_source=twitter&hss_channel=tw-740979151889391616
[1] https://spacetimewithstuartgary.tumblr.com/post/669602358569893888#_=_
[1] http://www.zusia.com/
[1] https://twitch.tv/DanielPrestonMc
[1] https://www.govtech.com/civic/whats-new-in-civic-tech-pew-releases-state-broadband-map

Top URLs in Tweet in G2:
[1] https://www.pewresearch.org/fact-tank/2021/06/22/digital-divide-persists-even-as-americans-with-lower-incomes-make-gains-in-tech-adoption/

Top URLs in Tweet in G3:
[1] https://www.pewresearch.org/internet/2021/11/22/a-sampling-of-some-of-the-key-overarching-views/

Top URLs in Tweet in G5:
[1] https://e-pluribusunum.org/2011/01/21/pew-disability-or-illness-hinders-many-americans-from-using-the-internet/
[1] https://twitter.com/AmbRice46/status/1466786280675676165

Top URLs in Tweet in G9:
[1] https://www.twitch.tv/c8sun

Top URLs in Tweet in G10:
[6] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[2] https://www.researchgate.net/publication/334805545_Silencing_Women_Gender_and_Online_Harassment
[1] https://www.dagbladet.no/2014/11/22/kultur/meninger/ideer/lordagskommentaren/helgekommentaren/36371391
[1] https://www.pewinternet.org/2017/07/11/experiencing-online-harassment/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] phasmophobia
[3] warzonepacific
[2] vanguard
[1] justicetech
[1] digitalequity
[1] broadbandconnectivity
[1] digitalambassadors
[1] knowledgeispower
[1] powertothepeople
[1] civictech



Top Hashtags in Tweet in G1:
[1] ondernemen
[1] bedrijf
[1] reclame
[1] mkb
[1] zzp
[1] zakendoen
[1] zusia
[1] justicetech
[1] digitalequity
[1] broadbandconnectivity

Top Hashtags in Tweet in G3:
[1] civictech

Top Hashtags in Tweet in G5:
[1] idpwd

Top Hashtags in Tweet in G9:
[3] phasmophobia
[3] warzonepacific

Top Words
Top Words in Tweet in Entire Graph:
[60] pew
[42] internet
[20] research
[11] center
[10] things
[9] more
[8] fart
[7] marketing
[7] hunting
[5] use

Top Words in Tweet in G1:
[22] pew
[15] internet
[7] research
[4] '
[4] center
[4] more
[4] use
[3] users
[3] report
[3] latinos

Top Words in Tweet in G2:
[2] internet
[2] computer

Top Words in Tweet in G3:
[2] gotta
[2] love
[2] way
[2] jamais
[2] cascio
[2] makes
[2] think
[2] wonders
[2] pewinternet
[2] imagineinternet

Top Words in Tweet in G4:
[2] pew

Top Words in Tweet in G6:
[12] internet
[9] pew
[8] fart
[7] marketing
[6] things
[4] cooking
[4] diarrhea
[4] poo
[3] faketakedump
[3] valorant

Top Words in Tweet in G8:
[3] million
[2] anushumaprime
[2] joebiden
[2] 50
[2] schoolchildren
[2] america
[2] 15
[2] lack
[2] internet
[2] home

Top Words in Tweet in G9:
[6] hunting
[6] pew
[4] things
[3] ghost
[3] time
[3] secrets
[3] #phasmophobia
[3] #warzonepacific
[3] buttons
[3] pushed

Top Words in Tweet in G10:
[7] pew
[7] research
[7] center
[3] 2021
[3] 2020
[2] online

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] pew,research
[10] research,center
[9] pew,pew
[6] internet,things
[4] internet,marketing
[3] valorant,good
[3] good,nacho
[3] nacho,stories
[3] stories,captain
[3] captain,kirk

Top Word Pairs in Tweet in G1:
[6] pew,research
[5] pew,pew
[3] ','
[3] research,center
[2] rise,reading
[2] reading,pew
[2] pew,internet
[2] internet,libraries
[2] pew,report
[2] digital,divide

Top Word Pairs in Tweet in G3:
[2] gotta,love
[2] love,way
[2] way,jamais
[2] jamais,cascio
[2] cascio,makes
[2] makes,think
[2] think,wonders
[2] wonders,pewinternet
[2] pewinternet,imagineinternet
[2] imagineinternet,report

Top Word Pairs in Tweet in G6:
[6] internet,things
[4] internet,marketing
[3] valorant,good
[3] good,nacho
[3] nacho,stories
[3] stories,captain
[3] captain,kirk
[3] kirk,internet
[3] things,wordpress
[3] wordpress,faithful

Top Word Pairs in Tweet in G8:
[2] anushumaprime,joebiden
[2] joebiden,50
[2] 50,million
[2] million,schoolchildren
[2] schoolchildren,america
[2] america,15
[2] 15,lack
[2] lack,internet
[2] internet,home
[2] home,source

Top Word Pairs in Tweet in G9:
[3] ghost,hunting
[3] hunting,pew
[3] pew,pew
[3] pew,time
[3] time,hunting
[3] hunting,secrets
[3] secrets,#phasmophobia
[3] #phasmophobia,#warzonepacific
[3] #warzonepacific,buttons
[3] buttons,pushed

Top Word Pairs in Tweet in G10:
[7] pew,research
[7] research,center
[3] center,2021
[3] 2021,pew
[3] center,2020

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@faketakedump
@cascio
@pewinternet
@imagineinternet
@joebiden
@c8sun
@itsriodejaneiro
@lrainie
@donfubar
@twitch

Top Mentioned in G2:
@freezegm
@txkoollaidtx
@dayjobvu
@scottadamssays

Top Mentioned in G3:
@cascio
@pewinternet
@imagineinternet
@lrainie

Top Mentioned in G4:
@buhodebolsillo
@s0ulking__
@ramseyboltin

Top Mentioned in G5:
@whitehouse
@ambrice46
@thejusticedept

Top Mentioned in G6:
@faketakedump

Top Mentioned in G7:
@_jessicadavies
@glitchuk_

Top Mentioned in G8:
@joebiden
@camponeill
@anushumaprime

Top Mentioned in G9:
@c8sun
@hyperminestudio

Top Mentioned in G10:
@un_women

Top Tweeters
Top Tweeters in Entire Graph:
@jchapman1729
@kohnagao
@cato_of_utica
@botfordev
@digiphile
@capt_dildo
@laviniahilltopp
@faketakedump
@mehdirhasan
@scottadamssays

Top Tweeters in G1:
@jchapman1729
@stuartgary
@yungslimebosss
@drjackievolk
@donnythestylist
@rouncingtigger
@asamicrescent
@lalainelittle
@performancecoms
@lauraccia

Top Tweeters in G2:
@scottadamssays
@hollywood1114
@dayjobvu
@txkoollaidtx
@freezegm
@interrobritish

Top Tweeters in G3:
@pewinternet
@cascio
@lrainie
@imagineinternet
@01srsxgk1

Top Tweeters in G4:
@ramseyboltin
@darren_cullen
@at0micace
@buhodebolsillo
@s0ulking__

Top Tweeters in G5:
@digiphile
@thejusticedept
@whitehouse
@ambrice46

Top Tweeters in G6:
@botfordev
@capt_dildo
@faketakedump
@caruso_marissa

Top Tweeters in G7:
@evawuk
@_jessicadavies
@glitchuk_
@frankie_rufolo

Top Tweeters in G8:
@laviniahilltopp
@joebiden
@camponeill
@anushumaprime

Top Tweeters in G9:
@c8sun
@alioop926
@hyperminestudio
@mikcaelus

Top Tweeters in G10:
@un
@un_women
@allanschmidt
@cvmogensen


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